Application of Soft Computing and Intelligent Methods in Geophysics

Application of Soft Computing and Intelligent Methods in Geophysics

by Alireza Hajian, Peter Styles

Paperback(Softcover reprint of the original 1st ed. 2018)

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This book provides a practical guide to applying soft-computing methods to interpret geophysical data. It discusses the design of neural networks with Matlab for geophysical data, as well as fuzzy logic and neuro-fuzzy concepts and their applications. In addition, it describes genetic algorithms for the automatic and/or intelligent processing and interpretation of geophysical data.

Product Details

ISBN-13: 9783030097745
Publisher: Springer International Publishing
Publication date: 01/11/2019
Series: Springer Geophysics
Edition description: Softcover reprint of the original 1st ed. 2018
Pages: 533
Product dimensions: 6.10(w) x 9.25(h) x (d)

Table of Contents

Neural networks :concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Fuzzy logic:concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Neuro-fuzzy concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Genetic Algorithm: concepts /applications in: Seismic,EM,Gravity,VLF,conductivity,GPR.- Future of soft computing methods in geophysics.

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